利用模型参考自适应控制器对有参数变化的万向节进行精确定位控制

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Ömer Çakmak, Erdinç Altuğ
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引用次数: 0

摘要

本研究的重点是一种模型参考自适应控制方法,该方法可确保批量生产的双轴万向节的不同原型具有相同的方向输出。在该方法中,与传统的 MRAC 结构不同,MRAC 结构与状态反馈控制结合使用。首先,我们讨论了万向节需要自适应机制的原因,以及为什么仅有模型参考自适应控制(MRAC)是不够的。第一部分还提到了 MRAC 的各种应用。然后,详细解释了本研究中使用的模型参考自适应控制器的数学基础,随后进行了稳定性分析。下一步,将在仿真环境中创建一个表现出理想行为的理想参考模型和一个具有不同动态特性的真实系统模型。这样就可以比较 MRAC 控制器和 MRAC+ 状态反馈控制器的适应能力。基于本节收集的信息,本文推荐的方法在真实万向节系统上进行了测试,并分享了测试结果。结果表明,与参考模型相比,MRAC+状态反馈控制结构可显著减少万向节方向响应的误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Precise orientation control of gimbals with parametric variations using model reference adaptive controller

Precise orientation control of gimbals with parametric variations using model reference adaptive controller

This study focuses on a model reference adaptive control method that ensures identical orientation outputs for different prototypes of a two-axis gimbal produced in mass production. In this method, unlike traditional MRAC structures, an MRAC structure is used in conjunction with state feedback control. First, the reasons for the need for an adaptation mechanism in gimbals and why Model Reference Adaptive Control (MRAC) alone won't be sufficient have been discussed. In the first section, various applications of MRAC have also been mentioned. Then, the mathematical foundation of the model reference adaptive controller used in this study is elaborately explained, followed by stability analyses. In the next step, an ideal reference model exhibiting desired behavior and a real system model with different dynamics are created in a simulation environment. This allows a comparison of the adaptation capabilities of only MRAC and MRAC+State Feedback controllers. Based on the information gathered in this section, the recommended approach in the article is tested on a real gimbal system, and the results are shared. The obtained results demonstrate that the MRAC+State Feedback control structure significantly reduces the error in the gimbal's orientation response compared to the reference model.

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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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